In this study, for clinically non-responders at week 10, an additional dose of 300 mg of vedolizumab will be infused at week 10 and then every four weeks. In a post hoc analysis of GEMINI 2, additional dose of vedolizumab in patients clinically non responders to vedolizumab obtained a clinical remission in 33% of case.